/Loss-Function

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Loss_Functions

code demonstration of my blog post: Cost Functions and its properties in Deep Learning

Loss functions in regression problems

  • Mean Square Error (L2) and Mean Absolute Error (L1)
  • Huber Loss
  • Quantile Loss

Loss functions in classification problems

  • Cross Entropy Loss (Binary and Multi-class)
  • Hinge Loss